SpinLedger

SpinLedger is a web app (with optional mobile companion) that standardizes flywheel storage performance reporting for operators, OEMs, and financiers. Flywheel projects often struggle to prove availability, response time, round-trip efficiency, and degradation in a way that lenders, insurers, and offtakers trust. SpinLedger ingests time-series data from common SCADA/PLC historians (or simple CSV exports), normalizes it into a consistent schema, and generates audit-ready monthly “performance packs” aligned to contract KPIs. It flags anomalies (bearing wear signatures, vacuum loss indicators, temperature excursions) and ties them to downtime and revenue impact. This is a combination traditional + AI app: traditional for deterministic KPI calculations and compliance reporting; AI for anomaly triage, root-cause suggestions, and automatic narrative write-ups for stakeholders. The product is intentionally narrow: performance verification and reporting, not full plant control.